AI digest: 2026-10-29

Highlights

• GitHub Agentic Workflows GA: write a repo chore as a Markdown file, and gh aw compiles it into an Actions job that runs Copilot, Claude, Codex, Gemini, or Pi in a read-only sandbox with "safe outputs" (gh extension install github/gh-aw).
• Copilot connectors and Agent Merge: 26 GitHub-verified MCP servers (Slack, Sentry, Linear, Figma…) you sign in to once across Copilot clients, and a Watch and fix button that lets Copilot fix failing checks and merge conflicts on a PR.
• Two skill packs to try: Addy Osmani's agent-skills (25 spec-to-ship skills, installable as a Claude Code or Codex plugin) and MiniMax's mcode-stack (its agent team's own skills for long sessions and context).

New sources

Agents and tooling

• GitHub Agentic Workflows GA: coding agents as Actions jobs, with sandbox, firewall, and threat detection.
• Copilot connectors: GitHub-verified MCP servers, one sign-in across Copilot clients (preview).
• Agent Merge: Copilot fixes CI failures and merge conflicts on a PR in the cloud.
• Shared Copilot Automations: event-triggered cloud agents owned by a repository.
• Copilot in VS Code: Universe 2026: Agent Host, remote and cloud sessions, computer use, customizations marketplace.
• agent-skills (Addy Osmani): 25 lifecycle skills and slash commands for Claude Code, Codex, and others.
• mcode-stack (MiniMax): the MiniMax Code team's skills, as a Claude Code plugin.

Models

• GitHub Copilot Fusion GA: multi-model routing in Copilot; vendor claims near-top scores at half the cost.
• Ollama v0.40.13: LFM3 models now on Linux and Windows.
• LFM3-1.7B model card and licence: LFM Open License v1.0, commercial use capped at $10M revenue.

Topic pages updated

• tooling/coding-agents: GitHub Universe features; new body sections on model routing and long-lived sessions; background agents list expanded.
• tooling/mcp: hosted connectors, including Copilot's verified MCP servers.
• tooling/skills: agent-skills and mcode-stack; VS Code customizations browser.
• practices/security: Agentic Workflows' layered safeguards for agents in CI.
• practices/cost-and-caching: Copilot Fusion pricing and cost claims.
• models/open-weight: gap filled with LFM3's licence; LFM3 on Linux and Windows; Mistral Large 4 weights still not public.